{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Terrain\n",
    "\n",
    "[![Google Collab Book](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/tum-pbs/PhiFlow/blob/develop/examples/particles/Terrain.ipynb)\n",
    "\n",
    "This example simulates particles moving on the surface of a terrain defined by a heightmap."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%pip install --quiet phiflow\n",
    "from phi.torch.flow import *\n",
    "# from phi.flow import *  # If JAX is not installed. You can use phi.torch or phi.tf as well.\n",
    "from tqdm.notebook import trange\n",
    "from PIL import Image\n",
    "# %matplotlib widget"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's import a terrain height map from an image using the `PIL` library.\n",
    "Once loaded, we can construct a `Heightmap` which we can later query for collisions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 864x360 with 1 Axes>"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "im_frame = Image.open(\"Terrain003_2K.png\")\n",
    "height_2k = tensor(np.array(im_frame), spatial('y,x'))\n",
    "height = math.downsample2x(math.downsample2x(height_2k)) / height_2k.max * 50\n",
    "bounds = Box(x=100, y=100, z=50)\n",
    "terrain = geom.Heightmap(height, bounds, max_dist=.5)\n",
    "plot(terrain)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's place some balls on top of the terrain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 864x360 with 1 Axes>"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 864x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x0 = CenteredGrid(0, x=10, y=10, z=1, bounds=Cuboid(vec(x=60, y=30, z=50), x=10, y=10, z=1).corner_representation()).as_points().points\n",
    "balls = Sphere(x0, radius=1)\n",
    "v0 = math.zeros_like(balls.center)\n",
    "plot([terrain, balls], overlay='list', color=[0, 1], plt_params={'z-order': 'as-provided'})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In each update, we want the balls to be affected by gravity.\n",
    "We store the velocities in the `values` of the field and the positions in its `geometry`.\n",
    "To detect collisions with the terrain, we query the `approximate_closest_surface` to obtain the distance and surface normal."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "@jit_compile\n",
    "def step(balls: Field, dt, elasticity=.4, gravity=vec(x=0, y=0, z=-9.81)):\n",
    "    v = balls.values + dt * gravity\n",
    "    dist, _, normal, *_ = terrain.approximate_closest_surface(balls.points)\n",
    "    bounce = (dist < balls.geometry.bounding_radius()) & (v.vector @ normal < 0)\n",
    "    impact = -(1+elasticity) * (v.vector @ normal.vector) * normal\n",
    "    v = math.where(bounce, v + impact, v)\n",
    "    x = math.clip(balls.points + dt * v, bounds.lower, bounds.upper)\n",
    "    return balls.shifted_to(x).with_values(v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's run the simulation for some steps."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1add4ac187a04b5aba7050a1cd47e569",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/50 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ball_trj = iterate(step, batch(time=50), PointCloud(balls, v0), dt=.1, range=trange, substeps=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "\">\n",
       "  Your browser does not support the video tag.\n",
       "</video>"
      ],
      "text/plain": [
       "<matplotlib.animation.FuncAnimation at 0x196bd5a68e0>"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot([terrain, ball_trj.geometry], overlay='list', color=[0, 1], animate='time', plt_params={'z-order': 'as-provided'})"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "phiflow2",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
